A Machine Learning Approach to Personal Pronoun Resolution in Turkish

In this paper, we present a machine learning based approach for estimating antecedents of anaphorically used personal pronouns in Turkish sentences using a decision tree classification technique coupled with the ensemble learning method. The technique learns from an annotated corpus, which has been compiled mostly from various popular child stories.

• Type: Conference
• Year: 2007
• Where: FLAIRS
• Authors: Savas Yildirim, Yilmaz Kiliçaslan
• Keywords: Artificial Intelligence, Ensemble Learning Method, FLAIRS 2007, Tree Classification Technique, Various Popular Child